Basics Explanation good, all good? How consumers can be informed about the deployment and functioning of AI systems 08. November 2023 With the help of explainable AI (XAI) methods, developers can increase the interpretability of AI decisions. Even... read more
Application Uncertainty estimation: Knowing whether you know nothing 30. March 2022 In many cases, Machine Learning models, especially deep neural networks, achieve a quality comparable to human work or... read more
Application On the trail of fake news – Providing trustworthy information with Machine Learning 01. September 2021 "In the supermarket, square tomatoes are available from today." "Sweden ends the offer of PCR tests." Are these... read more
Research The path to secure AI: an overview of practical methods 24. March 2021 Over the course of just a decade, deep neural networks (DNNs) have revolutionized Machine Learning, consistently... read more
Basics Intelligent labeling with active learning 10. February 2021 Every year, several zettabytes of data are generated. However, these raw data are often unusable for Machine Learning... read more
Basics Why AI needs to be explainable 13. January 2021 Today, Machine Learning methods are already being applied in many everyday situations. Whether it is in autonomous... read more
